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Fibroblast growth factor 21 inhibits ferroptosis following spinal cord injury by regulating heme oxygenase-1
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作者 Qi Gu Weiping Sha +8 位作者 Qun Huang jin wang Yi Zhu Tianli Xu Zhenhua Xu Qiancheng Zhu Jianfei Ge Shoujin Tian Xiaolong Lin 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第7期1568-1574,共7页
Interfering with the ferroptosis pathway is a new strategy for the treatment of spinal cord injury.Fibroblast growth factor 21 can inhibit ferro ptosis and promote neurofunctional recovery,while heme oxygenase-1 is a ... Interfering with the ferroptosis pathway is a new strategy for the treatment of spinal cord injury.Fibroblast growth factor 21 can inhibit ferro ptosis and promote neurofunctional recovery,while heme oxygenase-1 is a regulator of iron and reactive oxygen species homeostasis.The relationship between heme oxygenase-1and ferroptosis remains controve rsial.In this study,we used a spinal co rd injury rat model to show that the levels of fibroblast growth factor 21 in spinal co rd tissue decreased after spinal cord injury.In addition,there was a significant aggravation of ferroptosis and a rapid increase in heme oxygenase-1 expression after spinal cord injury.Furthe r,heme oxygenase-1 aggravated fe rroptosis after spinal cord injury,while fibroblast growth factor 21 inhibited fe rroptosis by downregulating heme oxygenase-1.Thus,the activation of fibroblast growth factor 21 may provide a potential treatment for spinal co rd injury.These findings could provide a new potential mechanistic explanation for fibroblast growth factor 21 in the treatment of spinal cord injury. 展开更多
关键词 ferroptosis fibroblast growth factor 21 functional recovery heme oxygenase-1 lipid peroxidation NEURON reactive oxygen species spinal cord injury
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Formation mechanism of fault accommodation zones under combined stress in graben basin:Implications from geomechanical modeling
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作者 Qi-Qiang Ren jin-Liang Gao +3 位作者 Rong-Tao Jiang jin wang Meng-Ping Li Jian-Wei Feng 《Petroleum Science》 SCIE EI CAS CSCD 2024年第1期54-76,共23页
A fault accommodation zone is a type of structure that is defined as regulating displacement and strain between faults structure.Increasing numbers of fault accommodation zones are being identified in graben basins,in... A fault accommodation zone is a type of structure that is defined as regulating displacement and strain between faults structure.Increasing numbers of fault accommodation zones are being identified in graben basins,indicating the potential exploration target and petroleum accumulation areas.This study aims to analyze the formation mechanism and development of fault accommodation zones under combined stress by a numerical simulation method considering geomechanical modeling.Using three-dimensional(3-D)seismic interpretation and fractal dimension method,exampled with the Dongxin fault zone,the fault activity and fault combination pattern were conducted to quantitatively characterize the activity difference in fault accommodation zones.Combined with mechanical experiment test,a geomehcanical model was established for fault accommodation zones in a graben basin.Integrating the paleostress numerical simulations and structural physical simulation experiment,the developmental characteristics and genetic mechanism of fault accommodation zones were summarized.Influenced by multi movements and combined stresses,three significant tectonic evolution stages of the Dongxing Fault Zone(DXFZ)were distinguished:During the E_(s)^(3)sedimentary period,the large difference in the stress,strain,and rupture distribution in various faults were significant,and this stage was the key generation period for the prototype of the DXFZ,including the FAZ between large-scale faults.During the E_(s)^(2)sedimentary period,the EW-trending symmetric with opposite dipping normal faults and the NE-SW trending faults with large scale were furtherly developed.The junction area of two secondary normal faults were prone to be ruptured,performing significant period for inheriting and developing characteristics of fault accommodation zones.During the Es1 sedimentary period,the high-order faults in the DXFZ exhibited the obvious fault depressions and strike-slip activity,and the fault accommodation zones were furtherly inherited and developed.This stage was the molded and formative period of the FAZ,the low-order faults,and the depression in the DXFZ. 展开更多
关键词 Fault accommodation zone Graben basin Fault activity Tectonic physical simulation experiment Finite element numerical simulation Dongxin fault zone
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A Novel High-Efficiency Transaction Verification Scheme for Blockchain Systems
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作者 jingyu Zhang Pian Zhou +3 位作者 jin wang Osama Alfarraj Saurabh Singh Min Zhu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第5期1613-1633,共21页
Blockchain can realize the reliable storage of a large amount of data that is chronologically related and verifiable within the system.This technology has been widely used and has developed rapidly in big data systems... Blockchain can realize the reliable storage of a large amount of data that is chronologically related and verifiable within the system.This technology has been widely used and has developed rapidly in big data systems across various fields.An increasing number of users are participating in application systems that use blockchain as their underlying architecture.As the number of transactions and the capital involved in blockchain grow,ensuring information security becomes imperative.Addressing the verification of transactional information security and privacy has emerged as a critical challenge.Blockchain-based verification methods can effectively eliminate the need for centralized third-party organizations.However,the efficiency of nodes in storing and verifying blockchain data faces unprecedented challenges.To address this issue,this paper introduces an efficient verification scheme for transaction security.Initially,it presents a node evaluation module to estimate the activity level of user nodes participating in transactions,accompanied by a probabilistic analysis for all transactions.Subsequently,this paper optimizes the conventional transaction organization form,introduces a heterogeneous Merkle tree storage structure,and designs algorithms for constructing these heterogeneous trees.Theoretical analyses and simulation experiments conclusively demonstrate the superior performance of this scheme.When verifying the same number of transactions,the heterogeneous Merkle tree transmits less data and is more efficient than traditional methods.The findings indicate that the heterogeneous Merkle tree structure is suitable for various blockchain applications,including the Internet of Things.This scheme can markedly enhance the efficiency of information verification and bolster the security of distributed systems. 展开更多
关键词 Blockchain architecture transaction verification information security heterogeneous Merkle tree distributed systems
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In situ calibrated angle between the quantization axis and the propagating direction of the light field for trapping neutral atoms
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作者 郭瑞军 何晓东 +7 位作者 盛诚 王坤鹏 许鹏 刘敏 王谨 孙晓红 曾勇 詹明生 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第2期318-323,共6页
The recently developed magic-intensity trapping technique of neutral atoms efficiently mitigates the detrimental effect of light shifts on atomic qubits and substantially enhances the coherence time. This technique re... The recently developed magic-intensity trapping technique of neutral atoms efficiently mitigates the detrimental effect of light shifts on atomic qubits and substantially enhances the coherence time. This technique relies on applying a bias magnetic field precisely parallel to the wave vector of a circularly polarized trapping laser field. However, due to the presence of the vector light shift experienced by the trapped atoms, it is challenging to precisely define a parallel magnetic field, especially at a low bias magnetic field strength, for the magic-intensity trapping of85Rb qubits. In this work, we present a method to calibrate the angle between the bias magnetic field and the trapping laser field with the compensating magnetic fields in the other two directions orthogonal to the bias magnetic field direction. Experimentally, with a constantdepth trap and a fixed bias magnetic field, we measure the respective resonant frequencies of the atomic qubits in a linearly polarized trap and a circularly polarized one via the conventional microwave Rabi spectra with different compensating magnetic fields and obtain the corresponding total magnetic fields via the respective resonant frequencies using the Breit–Rabi formula. With known total magnetic fields, the angle is a function of the other two compensating magnetic fields.Finally, the projection value of the angle on either of the directions orthogonal to the bias magnetic field direction can be reduced to 0(4)° by applying specific compensating magnetic fields. The measurement error is mainly attributed to the fluctuation of atomic temperature. Moreover, it also demonstrates that, even for a small angle, the effect is strong enough to cause large decoherence of Rabi oscillation in a magic-intensity trap. Although the compensation method demonstrated here is explored for the magic-intensity trapping technique, it can be applied to a variety of similar precision measurements with trapped neutral atoms. 展开更多
关键词 quantization axis trapping laser ANGLE compensating magnetic fields
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3D Road Network Modeling and Road Structure Recognition in Internet of Vehicles
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作者 Dun Cao Jia Ru +3 位作者 Jian Qin Amr Tolba jin wang Min Zhu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第2期1365-1384,共20页
Internet of Vehicles (IoV) is a new system that enables individual vehicles to connect with nearby vehicles,people, transportation infrastructure, and networks, thereby realizing amore intelligent and efficient transp... Internet of Vehicles (IoV) is a new system that enables individual vehicles to connect with nearby vehicles,people, transportation infrastructure, and networks, thereby realizing amore intelligent and efficient transportationsystem. The movement of vehicles and the three-dimensional (3D) nature of the road network cause the topologicalstructure of IoV to have the high space and time complexity.Network modeling and structure recognition for 3Droads can benefit the description of topological changes for IoV. This paper proposes a 3Dgeneral roadmodel basedon discrete points of roads obtained from GIS. First, the constraints imposed by 3D roads on moving vehicles areanalyzed. Then the effects of road curvature radius (Ra), longitudinal slope (Slo), and length (Len) on speed andacceleration are studied. Finally, a general 3D road network model based on road section features is established.This paper also presents intersection and road section recognition methods based on the structural features ofthe 3D road network model and the road features. Real GIS data from a specific region of Beijing is adopted tocreate the simulation scenario, and the simulation results validate the general 3D road network model and therecognitionmethod. Therefore, thiswork makes contributions to the field of intelligent transportation by providinga comprehensive approach tomodeling the 3Droad network and its topological changes in achieving efficient trafficflowand improved road safety. 展开更多
关键词 Internet of vehicles road networks 3D road model structure recognition GIS
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D-Psicose intake exacerbates dextran sulfate sodium-induced colitis in mice through alteration in the gut microbiota and dysfunction of mucosal barrier
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作者 Xuejiao Zhang Ang Li +5 位作者 Yuanyifei wang jin wang Bowei Zhang Yan Zhang jingmin Liu Shuo wang 《Food Science and Human Wellness》 SCIE CSCD 2024年第1期173-182,共10页
D-Psicose,as a low-calorie rare sugar,has attracted a lot of attention in recent years for alternating to sucrose.The anti-obesity effect of D-psicose has been extensively confirmed in previous studies,however,the imp... D-Psicose,as a low-calorie rare sugar,has attracted a lot of attention in recent years for alternating to sucrose.The anti-obesity effect of D-psicose has been extensively confirmed in previous studies,however,the impact of D-psicose on colitis remains vague.Here,we firstly evaluated the effect of the D-psicose prophylactic intervention on dextran sulfate sodium-induced colitis in C57BL/6 mice.The pathological symptoms,inflammatory cytokines levels,gut microbiota composition,short chain fatty acids(SCFAs)production and colonic barrier integrity were comprehensively evaluated.The results confirmed that D-psicose intervention aggravated colitis,characterized by the exacerbation of colon shortening,increase of colonic inflammatory infiltration,and marked exaltation of disease activity indices and IL-6,IL-1βand TNF-αlevels.Further,the dysfunction of gut microbiota was identified in the psicose group.The abundance of pro-inflammatory bacteria Lachnospiraceae_NK4A136_group was significantly up-regulated while the abundance of probiotics Akkermansia and Lactobacillus were significantly down-regulated in the psicose group compared to the model group.Moreover,the production of SCFAs was suppressed in the psicose group,accompanied by a decrease in the level of mucin 2(Muc-2).Collectively,the underlying mechanism of the exacerbation of colitis by D-psicose intervention might be attributed to microbiota dysfunction accompanied by the reduction of SCFAs,which leads to the damage of the mucosal barrier and the intensifi cation of inflammatory invasion. 展开更多
关键词 D-Psicose COLITIS Gut microbiota Short chain fatty acids Mucin 2
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The chemical environment and structural ordering in liquid Mg-Y-Zn system:An ab-initio molecular dynamics investigation of melt for the formation mechanism of LPSO structure
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作者 Tangpeng Ma jin wang +5 位作者 Kaiming Cheng Chengwei Zhan Jixue Zhou jingyu Qin Guochen Zhao Xinfang Zhang 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2024年第2期815-824,共10页
In an effort to clarify the formation mechanism of LPSO structure in Mg-Y-Zn alloy,the chemical environment and structural ordering in liquid Mg-rich Mg-Y-Zn system are investigated with the aid of ab-initio molecular... In an effort to clarify the formation mechanism of LPSO structure in Mg-Y-Zn alloy,the chemical environment and structural ordering in liquid Mg-rich Mg-Y-Zn system are investigated with the aid of ab-initio molecular dynamics simulation.In liquid Mg-rich Mg-Y alloys,the strong Mg-Y interaction is determined,which promotes the formation of fivefold symmetric local structure.For Mg-Zn alloys,the weak Mg-Zn interaction results in the fivefold symmetry weakening in the liquid structure.Due to the coexistence of Y and Zn,the strong attractive interaction is introduced in liquid Mg-Y-Zn ternary alloy,and contributes to the clustering of Mg,Y,Zn launched from Zn.What is more,the distribution of local structures becomes closer to that in pure Mg compared with that in binary Mg-Y and Mg-Zn alloys.These results should relate to the origins of the Y/Zn segregation zone and close-packed stacking mode in LPSO structure,which provides a new insight into the formation mechanism of LPSO structure at atomic level. 展开更多
关键词 Mg-Y-Zn Chemical environment Structural ordering ab-initio molecular dynamics
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Association of autoimmune thyroid disease with type 1 diabetes mellitus and its ultrasonic diagnosis and management
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作者 jin wang Ke Wan +1 位作者 Xin Chang Rui-Feng Mao 《World Journal of Diabetes》 SCIE 2024年第3期348-360,共13页
As a common hyperglycemic disease,type 1 diabetes mellitus(T1DM)is a complicated disorder that requires a lifelong insulin supply due to the immunemediated destruction of pancreaticβcells.Although it is an organ-spec... As a common hyperglycemic disease,type 1 diabetes mellitus(T1DM)is a complicated disorder that requires a lifelong insulin supply due to the immunemediated destruction of pancreaticβcells.Although it is an organ-specific autoimmune disorder,T1DM is often associated with multiple other autoimmune disorders.The most prevalent concomitant autoimmune disorder occurring in T1DM is autoimmune thyroid disease(AITD),which mainly exhibits two extremes of phenotypes:hyperthyroidism[Graves'disease(GD)]and hypothyroidism[Hashimoto's thyroiditis,(HT)].However,the presence of comorbid AITD may negatively affect metabolic management in T1DM patients and thereby may increase the risk for potential diabetes-related complications.Thus,routine screening of thyroid function has been recommended when T1DM is diagnosed.Here,first,we summarize current knowledge regarding the etiology and pathogenesis mechanisms of both diseases.Subsequently,an updated review of the association between T1DM and AITD is offered.Finally,we provide a relatively detailed review focusing on the application of thyroid ultrasonography in diagnosing and managing HT and GD,suggesting its critical role in the timely and accurate diagnosis of AITD in T1DM. 展开更多
关键词 Type 1 diabetes mellitus AUTOIMMUNITY Autoimmune thyroid disease ULTRASONOGRAPHY DIAGNOSIS
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Thank you to our wonderful peer reviewers and authors
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作者 Qingjie Zeng jin wang 《Laparoscopic, Endoscopic and Robotic Surgery》 2024年第1期1-5,共5页
Laparoscopic,Endoscopic and Robotic Surgery(LERS)could not do its valuable work without the contribution of peer reviewers and authors.In this issue,we recognize our peer reviewers and authors with heartful gratitude.... Laparoscopic,Endoscopic and Robotic Surgery(LERS)could not do its valuable work without the contribution of peer reviewers and authors.In this issue,we recognize our peer reviewers and authors with heartful gratitude.Thank you,peer reviewers,for your time and effort!Thank you,authors,for submitting manuscripts to LERS! 展开更多
关键词 submit SURGERY reviewers
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地球自转周期、极移和章动与全球强震关联分析
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作者 王备战 孙明国 +1 位作者 金旺 于欢欢 《地震工程学报》 CSCD 北大核心 2023年第5期1057-1065,共9页
目前,人们还无法准确地预报地震。找到地震和某种物理量之间的关系,积极地研究地震的触发因素具有非常深远的意义。漂浮在软流层上的地球板块随地球一起转动,地球自转变化可能对强震有一定的触发作用。统计2000年以后全球MW7.9以上强震... 目前,人们还无法准确地预报地震。找到地震和某种物理量之间的关系,积极地研究地震的触发因素具有非常深远的意义。漂浮在软流层上的地球板块随地球一起转动,地球自转变化可能对强震有一定的触发作用。统计2000年以后全球MW7.9以上强震和地球自转周期、极移以及章动的关系,发现全球强震和大约13~15天的日长变化、大约一年周期极移变化以及十几天左右不规则章动有很强的关联性。通过贝叶斯公式分析,强震发生在日长变化拐点处的概率为随机概率的3倍,发生在极移X方向拐点处的概率为随机概率的6倍,发生在极移Y方向拐点处的概率为随机概率的3倍,发生在章动拐点处的概率为随机概率的2倍。这种拐点不是固定周期,它受到各种摄动因素而发生不规则漂移,全球强震往往发生在上述周期变化的拐点处。希望以上结论能对大地震预报提供有益的参考信息。 展开更多
关键词 地震 地球自转 极移 章动 全球
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青少年配戴角膜塑形镜后结膜囊菌群状况及药敏分析
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作者 王若馨 张学辉 +4 位作者 李盼 王瑾 黎彦宏 艾欣 白岩峰 《国际眼科杂志》 CAS 北大核心 2023年第9期1589-1593,共5页
目的:研究青少年配戴角膜塑形镜后结膜囊细菌菌群状况及药物敏感性分析。方法:观察性横断面研究。招募2021-09/2022-08在西安市第一医院门诊就诊的8~14岁青少年患者101例,其中配戴角膜塑形镜组51例及配戴框架眼镜组50例,均取右眼入组。... 目的:研究青少年配戴角膜塑形镜后结膜囊细菌菌群状况及药物敏感性分析。方法:观察性横断面研究。招募2021-09/2022-08在西安市第一医院门诊就诊的8~14岁青少年患者101例,其中配戴角膜塑形镜组51例及配戴框架眼镜组50例,均取右眼入组。比较两组患者结膜囊细菌培养情况,采用基质辅助激光解吸/电离飞行时间质谱仪鉴定种类,对配戴角膜塑形镜组培养阳性菌株进行药物敏感性实验。结果:配戴角膜塑形镜组患者结膜囊细菌培养阳性率为68.6%(35/51),配戴框架眼镜组培养阳性率为60.0%(30/50)(P>0.05),两组检出率最高的菌种均为表皮葡萄球菌和金黄色葡萄球菌。配戴角膜塑形镜组检出菌株对药物的敏感率为:左氧氟沙星(98%)、莫西沙星(98%)、加替沙星(98%)、头孢呋辛(98%)、头孢硫脒(98%)、利福平(98%)、氯霉素(96%)、头孢西丁(95%)、克林霉素(80%)、庆大霉素(74%)、夫西地酸(72%)、妥布霉素(64%)、复方新诺明(26%)、美洛西林(10%)、阿奇霉素(6%),其中革兰氏阳性球菌对万古霉素敏感率为100%。结论:青少年配戴角膜塑形镜后结膜囊主要分离菌属为革兰氏阳性球菌,戴镜不会明显提高其结膜囊细菌阳性率。药敏结果对戴镜者发生眼部感染后的经验性用药可能有指导意义。 展开更多
关键词 角膜塑形镜 结膜囊菌群 抗生素药敏实验
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原发性视网膜色素变性的低视力患者配戴琥珀色滤光镜前后视觉功能变化
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作者 王耀增 李盼 +2 位作者 王瑾 杨倩 尹妮 《国际眼科杂志》 CAS 北大核心 2023年第2期283-287,共5页
目的:对比观察原发性视网膜色素变性(RP)的低视力患者在配戴琥珀色滤光镜前后的视觉功能变化。方法:自身前后对照研究。收集2021-08/2022-03就诊于西安市第一医院眼科门诊诊断为原发性RP的低视力患者30例60眼。记录配戴琥珀色滤光镜前... 目的:对比观察原发性视网膜色素变性(RP)的低视力患者在配戴琥珀色滤光镜前后的视觉功能变化。方法:自身前后对照研究。收集2021-08/2022-03就诊于西安市第一医院眼科门诊诊断为原发性RP的低视力患者30例60眼。记录配戴琥珀色滤光镜前后裸眼远视力(UCDVA)、最佳矫正远视力(BCDVA)、裸眼近视力(UCNVA)、最佳矫正近视力(BCNVA)、视野和FM-100色觉,并分别在明室环境、暗室环境和暗室伴眩光环境进行对比敏感度检查并记录,分析配戴前后上述视功能参数的变化。结果:配戴琥珀色滤光镜后UCDVA和BCDVA均优于配戴前(t=-2.32,P<0.001;t=-6.77,P<0.001),而UCNVA和BCNVA在戴镜前后差异无统计学意义。戴镜后的视野指数(VFI)低于配戴前(t=8.62,P<0.001)、视野平均缺损值(MD)大于配戴前(t=7.73,P<0.001),FM100色棋检查显示TES和多个分区PES均高于戴镜前(P<0.001)。配戴后明室环境、暗室伴眩光环境下各频段CS值较配戴前提高(P<0.001),暗室不伴眩光环境下各频段配戴琥珀色滤光镜前后差异无统计学意义。结论:原发性RP的低视力患者配戴琥珀色滤光镜后UCDVA和BCDVA提高,UCNVA和BCNVA无改变,而视野和辨色能力较戴镜前更差。明室环境及暗室伴眩光环境对比敏感度较戴镜前改善,而暗室不伴眩光环境对比敏感度无明显变化。 展开更多
关键词 视网膜色素变性 低视力 滤光镜 色觉 视野 对比敏感度
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Molecular cytogenetic analyses of two new wheat-rye 6RL translocation lines with resistance to wheat powdery mildew 被引量:1
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作者 Shanying Zhu Haonan Du +9 位作者 Fuyu Su jin wang Qingfeng Meng Tianlei Liu Rui Guo Zhaozhao Chen Huanhuan Li Wenxuan Liu Pengtao Ma Huagang He 《The Crop Journal》 SCIE CSCD 2023年第2期584-592,共9页
Rye(Secale cereale)is a valuable gene donor for wheat improvement,especially for its resistance to diseases.Developing rye-derived resistance sources is important for wheat breeding.In the present study,two wheat-rye ... Rye(Secale cereale)is a valuable gene donor for wheat improvement,especially for its resistance to diseases.Developing rye-derived resistance sources is important for wheat breeding.In the present study,two wheat-rye derivatives,designated JS016 and JS110,were produced by crossing common wheat cultivar Yangmai 23 with Pakistani rye accession W2A.Using sequential genomic in situ hybridization(GISH)and multicolor fluorescence in situ hybridization(mc-FISH),JS016 and JS110 were identified as a T6BS.6RL translocation line and a T6BS.6BL6RL translocation line,respectively.Ten newly 6RL chromosome arm-specific markers were developed and used to confirm the 6RL translocation.The wheat 55K single-nucleotide polymorphism(SNP)array further verified the molecular cytogenetic identification results above and clarified their breakpoints at 430.9 and 523.0 Mb of chromosome 6B in JS016 and JS110,respectively.Resistance spectrum and allelism test demonstrated that JS016 and JS110 possessed novel powdery mildew resistance gene(s)that was derived from the 6RL translocation but differed from Pm20.Moreover,JS016 and JS110 had better agronomic traits than the previously reported 6RL translocation line carrying Pm20.To efficiently transfer and detect the 6RL translocation from JS016 and JS110,one 6RL-specific Kompetitive allele specific PCR(KASP)marker was developed and validated in high throughput marker-assisted selection(MAS). 展开更多
关键词 Secale cereale Translocation line Wheat powdery mildew GISH/FISH KASP marker
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Unsupervised Log Anomaly Detection Method Based on Multi-Feature 被引量:1
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作者 Shiming He Tuo Deng +2 位作者 Bowen Chen R.Simon Sherratt jin wang 《Computers, Materials & Continua》 SCIE EI 2023年第7期517-541,共25页
Log anomaly detection is an important paradigm for system troubleshooting.Existing log anomaly detection based on Long Short-Term Memory(LSTM)networks is time-consuming to handle long sequences.Transformer model is in... Log anomaly detection is an important paradigm for system troubleshooting.Existing log anomaly detection based on Long Short-Term Memory(LSTM)networks is time-consuming to handle long sequences.Transformer model is introduced to promote efficiency.However,most existing Transformer-based log anomaly detection methods convert unstructured log messages into structured templates by log parsing,which introduces parsing errors.They only extract simple semantic feature,which ignores other features,and are generally supervised,relying on the amount of labeled data.To overcome the limitations of existing methods,this paper proposes a novel unsupervised log anomaly detection method based on multi-feature(UMFLog).UMFLog includes two sub-models to consider two kinds of features:semantic feature and statistical feature,respectively.UMFLog applies the log original content with detailed parameters instead of templates or template IDs to avoid log parsing errors.In the first sub-model,UMFLog uses Bidirectional Encoder Representations from Transformers(BERT)instead of random initialization to extract effective semantic feature,and an unsupervised hypersphere-based Transformer model to learn compact log sequence representations and obtain anomaly candidates.In the second sub-model,UMFLog exploits a statistical feature-based Variational Autoencoder(VAE)about word occurrence times to identify the final anomaly from anomaly candidates.Extensive experiments and evaluations are conducted on three real public log datasets.The results show that UMFLog significantly improves F1-scores compared to the state-of-the-art(SOTA)methods because of the multi-feature. 展开更多
关键词 System log anomaly detection semantic features statistical features TRANSFORMER
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Risk factors and a predictive nomogram for lymph node metastasis in superficial esophageal squamous cell carcinoma 被引量:1
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作者 jin wang Xian Zhang +3 位作者 Tao Gan Ni-Ni Rao Kai Deng jin-Lin Yang 《World Journal of Gastroenterology》 SCIE CAS 2023年第47期6138-6147,共10页
BACKGROUND Superficial esophageal squamous cell carcinoma(ESCC)is defined as cancer infiltrating the mucosa and submucosa,regardless of regional lymph node metastasis(LNM).Endoscopic resection of superficial ESCC is s... BACKGROUND Superficial esophageal squamous cell carcinoma(ESCC)is defined as cancer infiltrating the mucosa and submucosa,regardless of regional lymph node metastasis(LNM).Endoscopic resection of superficial ESCC is suitable for lesions that have no or low risk of LNM.Patients with a high risk of LNM always need further treatment after endoscopic resection.Therefore,accurately assessing the risk of LNM is critical for additional treatment options.AIM To analyze risk factors for LNM and develop a nomogram to predict LNM risk in superficial ESCC patients.METHODS Clinical and pathological data of superficial ESCC patients undergoing esophagectomy from January 1,2009 to January 31,2016 were collected.Logistic regression analysis was used to predict LNM risk factors,and a nomogram was developed based on risk factors derived from multivariate logistic regression analysis.The receiver operating characteristic(ROC)curve was used to obtain the accuracy of the nomogram model.RESULTSA total of 4660 patients with esophageal cancer underwent esophagectomy.Of these,474 superficial ESCC patientswere enrolled in the final analysis,with 322 patients in the training set and 142 patients in the validation set.Theprevalence of LNM was 3.29%(5/152)for intramucosal cancer and increased to 26.40%(85/322)for submucosalcancer.Multivariate logistic analysis showed that tumor size,invasive depth,tumor differentiation,infiltrativegrowth pattern,tumor budding,and lymphovascular invasion were significantly correlated with LNM.Anomogram using these six variables showed good discrimination with an area under the ROC curve of 0.789(95%CI:0.737-0.841)in the training set and 0.827(95%CI:0.755-0.899)in the validation set.CONCLUSIONWe developed a useful nomogram model to predict LNM risk for superficial ESCC patients which will facilitateadditional decision-making in treating patients who undergo endoscopic resection. 展开更多
关键词 Superficial esophageal squamous cell carcinoma Lymph node metastasis Risk factors NOMOGRAM Predictive model
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Evaluation of allergenic protein profiles in three Chinese high-oleic acid peanut cultivars using NanoLC-Orbitrap mass spectrometry 被引量:1
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作者 Xinke Yang Haochen Bai +3 位作者 Lijun Yin jin wang Wentong Xue Xin Jia 《Food Science and Human Wellness》 SCIE CSCD 2023年第3期851-860,共10页
High oleic-acid peanuts are known for their pre-longed shelf-life and health benefit due to high content of oleic fatty acid.However,the allergenicity and allergenic protein profiles in Chinese high-oleic peanuts have... High oleic-acid peanuts are known for their pre-longed shelf-life and health benefit due to high content of oleic fatty acid.However,the allergenicity and allergenic protein profiles in Chinese high-oleic peanuts have yet to be studied.For this purpose,an Orbitrap Fusion mass spectrometry(MS)-based method that is feasible for identification of putative allergenic protein as well as semi-quantitation of five major allergen protein in three different Chinese high-oleic peanut cultivars(JH 13,JH 16 and JH 18)have been reported.Results show that three Chinese high-oleic acid peanut cultivars selected all contained highly allergenic proteins Ara h1,Ara h 2,Ara h 3 and Ara h 6.The allergenic protein profiles of Chinese high-oleic acid peanut cultivars were very similar to that of conventional peanuts,but the allergenic protein subunits varied greatly among higholeic peanuts.Additionally,a comprehensive peptide-filtering pipeline had been developed for identification of potential peptide markers in peanut allergen proteins.Through the peptide-filtering pipeline,three novel peptide markers,IVQIEAKPNTLVLPK,SSNPDIYNPQAGSLR and AQSENYEYLAFK surrogate to Ara h 1,Ara h 3 with high abundance,good MS response and highly reliability were identified,which can be used as candidate peptide markers for the detection of peanut allergens in different food matrices. 展开更多
关键词 ALLERGY High-oleic acid peanut Peptide-filtering pipeline NanoLC-Orbitrap mass spectrometry
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Trans-scale study on the thermal response and initiation of ternary fluoropolymer-matrix reactive materials under shock loading 被引量:1
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作者 Chao Ge Die Hu +3 位作者 jin wang Qingbo Yu Haifu wang Yuanfeng Zheng 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2023年第3期184-195,共12页
To investigate the thermal response and initiation behavior of ternary fluoropolymer-matrix PTFE/Al/W reactive materials,a research combining shock loading tests and trans-scale modelling is conducted.On the basis of ... To investigate the thermal response and initiation behavior of ternary fluoropolymer-matrix PTFE/Al/W reactive materials,a research combining shock loading tests and trans-scale modelling is conducted.On the basis of a good agreement of the numerically simulated and tested shock wave propagation,the significant impact of component ratios and particle sizes on the evolution of mesoscopic temperature,hot-spots and initiation is well characterized and analyzed.Results demonstrate that as the content of W increases,the range of mesoscopic high-temperature area increases and tends to distribute more uniform,while material with smaller W particles causes more intense particle deformation and larger temperature rise.The time to reach the critical temperature shows positive correlation to the content of W,while the critical temperature of hot-spots shows negative correlation to the particle size of W.For PTFE/Al/W of high density,with the increase of W particle size,the reaction rate decrease,however the time to reach the peak reaction rate shortens. 展开更多
关键词 deformation shock loading
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Study on jet formation behavior and optimization of trunconical hypercumulation shaped charge structure 被引量:1
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作者 Chao Ge Zhuojun Qu +2 位作者 jin wang Die Hu Yong Zhang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2023年第3期196-206,共11页
Combining the methods of theoretical,numerical and experimental,this research focuses on the jet formation behavior and optimization of trunconical hypercumulation shaped charge structure.With the three-stage division... Combining the methods of theoretical,numerical and experimental,this research focuses on the jet formation behavior and optimization of trunconical hypercumulation shaped charge structure.With the three-stage division,formation theory of trunconical hypercumulation shaped charge jet is established based on micro element method.By dimensional analysis,main control parameters are identified and their effect on jet formation are analyzed.Through numerical modelling and orthogonal optimization method,influence of the factors and their levels over the indicators of jet tip velocity and jet length as well as order of the significance of each factor and level are obtained.Penetration experiments of trunconical hypercumulation shaped charge based on the orthogonal optimization reveals its advantage over traditional conical shaped charge structure,and finally determines the optimal influence factor level combination.The research and results would provide useful guide for the design and application of trunconical hypercumulation shaped charge structure. 展开更多
关键词 STRUCTURE SHAPED CHARGE
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Extraction of Strain Characteristic Signals from Wind Turbine Blades Based on EEMD-WT 被引量:1
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作者 jin wang Zhen Liu +2 位作者 Ying wang Caifeng Wen Jianwen wang 《Energy Engineering》 EI 2023年第5期1149-1162,共14页
Analyzing the strain signal of wind turbine blade is the key to studying the load of wind turbine blade,so as to ensure the safe and stable operation of wind turbine in natural environment.The strain signal of the win... Analyzing the strain signal of wind turbine blade is the key to studying the load of wind turbine blade,so as to ensure the safe and stable operation of wind turbine in natural environment.The strain signal of the wind turbine blade under continuous crosswind state has typical non-stationary and unsteady characteristics.The strain signal contains a lot of noise,which makes the analysis error.Therefore,it is very important to denoise and extract features of measured signals before signal analysis.In this paper,the joint algorithm of ensemble empirical mode decomposition(EEMD)and wavelet transform(WT)is used for the first time to achieve sufficient noise reduction and effectively extract the feature signals of non-stationary strain signals.The application process of EEMD-WT is optimized.This optimization can avoid the repeated selection of wavelet basis function and the number of decomposition layers due to different crosswind conditions.EEMD adaptively decomposes the strain signal into intrinsic mode functions,to judge the frequency of IMFs,remove the high-frequency noise components,retain the useful components.The useful components are denoised twice by the wavelet transform,the components and residual terms after the secondary denoising are reconstructed to obtain the characteristic signal.The EEMD-WT was applied to process the simulating signals andmeasured the strain signals.The results were compared with the results of the EEMD.The results showed that the EEMD-WTmethod has better noise reduction performance,and can effectively extract the characteristics of strain signals,which lays a solid foundation for accurate analysis of wind turbine blade strain signals under crosswind conditions. 展开更多
关键词 Blade strain nonstationary signal ensemble empirical mode decomposition wavelet transform characteristic signal
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混合二元酸结晶分离技术研究进展
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作者 王志彦 彭胜 +1 位作者 金旺 吴春松 《煤化工》 CAS 2023年第4期24-28,共5页
混合二元酸(DBA)中戊二酸(GA)、丁二酸(SA)、己二酸(ADA)均具有较高的市场价格和应用价值,对DBA进行分离提纯可获得高额附加值。介绍了DBA的分离方法,系统对比了DBA结晶分离GA、SA技术中,水、混合芳烃、正丁醇等溶剂体系的特点及该体系... 混合二元酸(DBA)中戊二酸(GA)、丁二酸(SA)、己二酸(ADA)均具有较高的市场价格和应用价值,对DBA进行分离提纯可获得高额附加值。介绍了DBA的分离方法,系统对比了DBA结晶分离GA、SA技术中,水、混合芳烃、正丁醇等溶剂体系的特点及该体系下操作控制参数、结晶方式等技术研究进展,提出了技术改进方向,为DBA的资源化、高附加值利用提供了参考。 展开更多
关键词 混合二元酸(DBA) 结晶分离 戊二酸(GA) 丁二酸(SA) 己二酸(ADA) 溶剂体系 溶解度
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